Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-01 0.164340 0.180282 0.197685 0.218200 0.241858 0.268451 0.300839
2025-06-08 0.137582 0.159278 0.184895 0.217816 0.259675 0.312081 0.384259
2025-06-15 0.121821 0.146506 0.177347 0.219653 0.277761 0.357363 0.479707
2025-06-22 0.106283 0.131099 0.163312 0.209553 0.276711 0.375170 0.540309
2025-06-29 0.095313 0.119965 0.152965 0.202144 0.277027 0.393546 0.605298
2025-07-06 0.087258 0.111727 0.145359 0.197149 0.279423 0.414679 0.680249
2025-07-13 0.083668 0.109159 0.145234 0.202872 0.299022 0.467783 0.832707
2025-07-20 0.081002 0.107557 0.146189 0.210153 0.322147 0.532385 1.037078
2025-07-27 0.078460 0.105846 0.146700 0.216612 0.344781 0.601814 1.289763
2025-08-03 0.075890 0.103835 0.146476 0.221678 0.365609 0.673324 1.594259
2025-08-10 0.072251 0.099900 0.142808 0.220239 0.373465 0.718235 1.852110
2025-08-17 0.067477 0.093895 0.135316 0.211123 0.364287 0.720323 1.966886
2025-08-24 0.063964 0.089748 0.130722 0.207118 0.365824 0.751500 2.227349
2025-08-31 0.061335 0.086856 0.128027 0.206420 0.374555 0.805066 2.644473
2025-09-07 0.059335 0.084840 0.126642 0.208041 0.388772 0.879349 3.269236
2025-09-14 0.055706 0.079967 0.119993 0.198663 0.375906 0.869273 3.420047
2025-09-21 0.052753 0.076067 0.114816 0.191784 0.368109 0.873438 3.679161
2025-09-28 0.050368 0.072995 0.110914 0.187145 0.365149 0.892899 4.088035
2025-10-05 0.049645 0.072648 0.111826 0.192460 0.388035 1.009492 5.559125
2025-10-12 0.049148 0.072647 0.113346 0.199214 0.416174 1.161114 8.076053
2025-10-19 0.048553 0.072437 0.114455 0.205200 0.443688 1.328656 12.105622
2025-10-26 0.047811 0.071928 0.114957 0.209892 0.468706 1.504156 18.612760
2025-11-02 0.046386 0.070147 0.112918 0.208559 0.475501 1.598016 24.980652